2 papers
quant-ph2026
High Precision Qubit-Efficient Variational Continuous Optimization via Amplitude Estimation
Parth Danve
Optimization of continuous-variable objectives on standard gate-based quantum computers via variational algorithms such as QAOA is typically approached by first discretizing each d…
cs.CE2026
Exploring the non-convexity in machine learning using quantum-inspired optimization
Kandula Eswara Sai Kumar, Parth Dhananjay Danve, Abhishek Chopra +1
The escalating complexity of modern machine learning necessitates solving challenging non-convex optimization problems, particularly in high-dimensional regimes and scenarios conta…